Is there a way to move an open application from one work space to another without closing it

Want to do a split screen situation but the windows are in different workspaces

Do you mean moving windows from one workspace to another?

Various keyboard shortcuts available in Menu - Keyboard - you can also define your own keyboard shortcuts to move windows to specific workspaces.

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